학술논문
FC3: Feasibility-Based Control Chain Coordination
Document Type
Conference
Author
Source
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Intelligent Robots and Systems (IROS), 2022 IEEE/RSJ International Conference on. :13769-13776 Oct, 2022
Subject
Language
ISSN
2153-0866
Abstract
Hierarchical coordination of controllers often uses symbolic state representations that fully abstract their underlying low-level controllers, treating them as “black boxes” to the symbolic action abstraction. This paper proposes a framework to realize robust behavior, which we call Feasibility-based Control Chain Coordination (FC 3 ). Our controllers expose the geometric features and constraints they operate on. Based on this, FC 3 can reason over the controllers' feasibility and their sequence feasibility. For a given task, FC 3 first automatically constructs a library of potential controller chains using a symbolic action tree, which is then used to coordinate controllers in a chain, evaluate task feasibility, as well as switching between controller chains if necessary. In several real-world experiments we demonstrate FC 3 , s robustness and awareness of the task's feasibility through its own actions and gradual responses to different interferences.